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Ensemble of feature extraction methods to improve the structural damage classification in a wind turbine foundation

The condition monitoring of offshore wind power plants is an important topic that remains open. This monitoring aims to lower the maintenance cost of these plants. One of the main components of the wind power plant is the wind turbine foundation. This study describes a data-driven structural damage...

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Principais autores: Jersson X. Leon-Medina, Núria Parés, Maribel Anaya, Diego A. Tibaduiza, Francesc Pozo
Format: Artigo
Sprog:Inglês
Udgivet: Polish Academy of Sciences 2023-03-01
Serier:Bulletin of the Polish Academy of Sciences: Technical Sciences
Fag:
structural health monitoring
wind turbine foundation
damage classification
machine learning
feature extraction
xgboost
Online adgang:https://journals.pan.pl/Content/126565/PDF/BPASTS_2023_71_3_3296.pdf
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